MiniMax-Coding-Plan-MCP

Provides a Python MCP (Model Context Protocol) server with coding-plan specific tools, including web search and image understanding, intended to be used by MCP-compatible coding assistants via stdio (local) or SSE (network/cloud) transports.

Evaluated Mar 30, 2026 (21d ago)

Homepage ↗ Repo ↗ DevTools mcp coding-plan web-search vision image-analysis python

⚙ Agent Friendliness

/ 100

Can an agent use this?

🔒 Security

/ 100

Is it safe for agents?

⚡ Reliability

/ 100

Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality

Documentation

Error Messages

Auth Simplicity

Rate Limits

🔒 Security

TLS Enforcement

Auth Strength

Scope Granularity

Dep. Hygiene

Secret Handling

Transport security is implied via HTTPS API hosts, but explicit TLS-only enforcement is not stated. Auth is API-key based without documented scope granularity. README instructs setting secrets via environment variables (good practice), but does not explicitly discuss log redaction or secret leakage. Dependency hygiene is unknown from the provided content (no CVE/security scan data shown).

⚡ Reliability

Uptime/SLA

Version Stability

Breaking Changes

Error Recovery

Best When

You want coding-assistant workflows to call MCP tools for web_search and understand_image with minimal client-side setup.

Avoid When

You need fine-grained operational guarantees (SLA/uptime), detailed rate-limit semantics, or comprehensive error/retry specifications.

Use Cases

• Search the web for code-relevant information and sources during planning or implementation
• Analyze images (from URLs or local files) to extract information relevant to coding tasks
• Integrate coding-plan context tools into MCP-capable IDE/agent clients (Claude Desktop, Cursor, etc.)

Not For

• Direct use as a general-purpose public API for arbitrary clients (it is primarily an MCP server tool provider)
• Use cases requiring a fully specified, versioned REST/OpenAPI contract
• Environments where external web access or image processing is not allowed

Interface

REST API

GraphQL

gRPC

MCP Server

Yes

SDK

Webhooks

Authentication

Methods: API key via MINIMAX_API_KEY

OAuth: No Scopes: No

Authentication is configured via environment variables (MINIMAX_API_KEY and region-matched MINIMAX_API_HOST). The README emphasizes that the host and key must match region.

Pricing

Free tier: No

Requires CC: No

Cost details are not provided in the README content shown.

Agent Metadata

Pagination

none

Idempotent

False

Retry Guidance

Not documented

Known Gotchas

⚠ API host must match the region of the API key (Global vs Mainland), otherwise 'Invalid API key' occurs.
⚠ Claude Desktop on Windows may require enabling Developer Mode.
⚠ If using uvx via MCP clients, ensure the correct uvx command/path is available (uvx ENOENT troubleshooting).
⚠ SSE transport notes recommend using URLs for input when deployed in the cloud.

Alternatives

Use Minimax model APIs directly (if available in your environment) rather than MCP Use generic web search and vision tools via your preferred agent framework If available, use the broader MiniMax MCP server instead of the coding-plan specialized one

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Scores are editorial opinions as of 2026-03-30.